In initial experimentation using this dataset, we employ popular unsupervised extractive summarization models such as TextRank [1]} and Greedy KL [2]}, as well as lead baselines. We show that such methods do not perform well on this dataset when compared to the same methods on DUC 2002. These results highlight the fact that this is a very challenging task. As there is not currently a dataset in this domain large enough for supervised methods, we suggest the use of methods developed for simplification and/or style transfer.
